hsm207/seamls2019
Materials from the South East Asia Machine Learning School 2019 event
This collection of slides provides a comprehensive introduction to machine learning and deep learning concepts. It takes you from foundational math and basic algorithms through advanced topics like transformers and deep learning for biomedicine. Aspiring data scientists, machine learning engineers, and researchers can use these materials to build or refresh their understanding of key techniques.
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Use this if you need structured learning materials to understand core machine learning and deep learning theories and their practical applications, especially if you're comfortable learning from detailed presentation slides.
Not ideal if you're looking for interactive code tutorials, a hands-on project, or a quick reference guide for a very specific machine learning problem.
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Jul 14, 2019
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